GATE & BS Notes

Important Proofs

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Triangle Inequality

Cauchy-Schwarz Inequality

Expectation of Distributions

Uniform

Binomial

Poisson

Exponential

Variance of Distributions

Uniform

Binomial

Poisson

Exponential

Range of Correlation

Use the Cauchy-Schwarz Inequality for probability.

Why is the -ve of the gradient, the direction for Gradient Descent?

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